Threat Detection on Session Stream (test)
100F1 (Account Takeover)Rules
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Rules2026.06 | 100 | 100 | 0 | 100 | 0 | 0 | 50 | 73.3 | |
| three-component fusion architectureFusion weights (session)=α=0.462, β=0.265, γ=0.2732026.06 | 74 | 55.6 | 57.6 | 42.7 | 50.4 | 36.8 | 52.9 | 86.7 | |
| Isolation ForestAlias=Iso.F.2026.06 | 63.2 | 46.5 | 44.7 | 0 | 0 | 0 | 25.7 | 62.5 | |
| LSTMModel type=Sequence model2026.06 | 46.7 | 27.8 | 29.4 | 18.6 | 23.8 | 23.4 | 28.3 | 71.3 |